Personalized search system based on user profile

Yanhua Cai, Yiyeon Yoon, Wooju Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

With the development of Web technologies and the improvement of information technology standards, Internet has entered an age of information explosion. However, extraneous information is displayed on the top of the search results and the user interest in the search results in a text match without or seldom taking into account the search intents of the users. For most of the search engines, they either cannot become aware of the user interest properly or cannot find the information which users need efficiently. In our study, we solve these problems. We store users' search history in the user profile, and relocate the results of search history by the particular subject. The proposed method can provide a personalized search service that imparts higher priority to the user documentation saw, which is positioned at the top of the search results. On the basis of the proposed method, we developed a system with which the corresponding experiment has been performed to verify our proposed method. The experiment result shows the validity of our proposed method and the importance of personalized search.

Original languageEnglish
Title of host publicationSemantic Technology - Third Joint International Conference, JIST 2013, Revised Selected Papers
PublisherSpringer Verlag
Pages320-328
Number of pages9
ISBN (Print)9783319068251
DOIs
Publication statusPublished - 2014 Jan 1
Event3rd Joint International Semantic Technology Conference, JIST 2013 - Seoul, Korea, Republic of
Duration: 2013 Nov 282013 Nov 30

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8388 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other3rd Joint International Semantic Technology Conference, JIST 2013
CountryKorea, Republic of
CitySeoul
Period13/11/2813/11/30

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Cai, Y., Yoon, Y., & Kim, W. (2014). Personalized search system based on user profile. In Semantic Technology - Third Joint International Conference, JIST 2013, Revised Selected Papers (pp. 320-328). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8388 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-06826-8_24